Testing Linear Factor Pricing Models with Large Cross-Sections: A Distribution-Free Approach Staff Working Paper 2010-36 Sermin Gungor, Richard Luger We develop a finite-sample procedure to test the beta-pricing representation of linear factor pricing models that is applicable even if the number of test assets is greater than the length of the time series. Our distribution-free framework leaves open the possibility of unknown forms of non-normalities, heteroskedasticity, time-varying correlations, and even outliers in the asset returns. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C14, C3, C33, G, G1, G11, G12
A Tale of Two Countries: Cash Demand in Canada and Sweden Staff Discussion Paper 2019-7 Walter Engert, Ben Fung, Björn Segendorf Cash use for payments has been steadily decreasing in many countries, including Canada and Sweden. This might suggest an evolution toward a cashless society. But in Canada, cash in circulation relative to GDP has been stable for decades and has even increased in recent years. By contrast, the cash-to-GDP ratio in Sweden has been falling steadily. What has caused this difference? Are there lessons to be learned from comparing the Canadian and Swedish experiences? Content Type(s): Staff research, Staff discussion papers Topic(s): Bank notes, Digital currencies and fintech, Financial services, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42, E5
Benchmarks for assessing labour market health Staff Analytical Note 2022-2 Erik Ens, Corinne Luu, Kurt See, Shu Lin Wee We propose a range of benchmarks for assessing labour market strength for monetary policy. This work builds on a previous framework that considers how diverse and segmented the labour market is. We apply these benchmarks to the Canadian labour market and find that it has more than recovered from the COVID-19 shock. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Coronavirus disease (COVID-19), Econometric and statistical methods, Labour markets, Monetary policy JEL Code(s): E, E2, E24, J, J2, J21, J6
Grasping De(centralized) Fi(nance) Through the Lens of Economic Theory Staff Working Paper 2022-43 Jonathan Chiu, Charles M. Kahn, Thorsten Koeppl We analyze the value proposition and limitations of decentralized finance (DeFi). Based on a distributed ledger and smart contracts, DeFi can guarantee the execution of financial contracts, potentially lowering the costs of intermediation and improving financial inclusion. Content Type(s): Staff research, Staff working papers Topic(s): Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): G, G2
COVID-19 Crisis: Lessons Learned for Future Policy Research Staff Discussion Paper 2021-2 Jean-Sébastien Fontaine, Corey Garriott, Jesse Johal, Jessica Lee, Andreas Uthemann One year later, we review the events that took place in Canadian fixed-income markets at the beginning of the COVID-19 crisis and propose potential policy research questions for future work. Content Type(s): Staff research, Staff discussion papers Topic(s): Coronavirus disease (COVID-19), Financial markets, Monetary policy JEL Code(s): D, D4, D47, E, E4, E41, E5, G, G0, G01, G1, G14, G2, G20, G21, G23
Limited Commitment, Endogenous Credibility and the Challenges of Price-level Targeting Staff Working Paper 2018-61 Gino Cateau, Malik Shukayev This paper studies the cost of limited commitment when a central bank has the discretion to adjust policy whenever the costs of honoring its past commitments become high. Specifically, we consider a central bank that seeks to implement optimal policy in a New Keynesian model by committing to a price-level target path. Content Type(s): Staff research, Staff working papers Topic(s): Credibility, Inflation targets, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
Online Privacy and Information Disclosure by Consumers Staff Working Paper 2019-22 Shota Ichihashi A consumer discloses information to a multi-product seller, which learns about the consumer’s preferences, sets prices, and makes product recommendations. While the consumer benefits from accurate product recommendations, the seller may use the information to price discriminate. Content Type(s): Staff research, Staff working papers Topic(s): Economic models JEL Code(s): D, D8, D82, D83
The Effect of the Sarbanes-Oxley Act on CEO Pay for Luck Staff Working Paper 2008-20 Teodora Paligorova According to the rent-extraction hypothesis, weak corporate governance allows entrenched CEOs to capture the pay-setting process and benefit from events outside of their control – get paid for luck. Content Type(s): Staff research, Staff working papers Topic(s): Labour markets JEL Code(s): G, G3, G38, J, J3, J33, M, M5, M52
June 11, 2009 The Complexities of Financial Risk Management and Systemic Risks Bank of Canada Review - Summer 2009 Frank Milne Risk-management systems in financial institutions have come under increasing scrutiny in light of the current financial crisis, resulting in calls for improvements and an increased role for regulators. Yet such objectives miss the intricacy at the heart of the risk-management process. This article outlines the complexity inherent in any modern risk-management system, which arises because there are shortcuts in the theoretical models that risk managers need to be aware of, as well as the difficulties in sensible calibration of model parameters. The author suggests that prudential regulation of such systems should focus on failures within the financial firm and in the market interactions between firms and reviews possible strategies that can improve the performance of risk management and microprudential regulatory practice. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Financial institutions, Financial stability, Financial system regulation and policies
June 7, 2018 The Bank of Canada’s Financial System Survey Financial System Review - June 2018 Guillaume Bédard-Pagé, Ian Christensen, Scott Kinnear, Maxime Leboeuf This report presents the details of a new semi-annual survey that will improve the Bank of Canada’s surveillance across the financial system and deepen efforts to engage with financial system participants. The survey collects expert opinions on the risks to and resilience of the Canadian financial system as well as on emerging trends and financial innovations. The report presents an overview of the survey and provides high-level results from the spring 2018 survey. Content Type(s): Publications, Financial System Review articles Topic(s): Financial institutions, Financial markets, Financial services, Financial stability, Financial system regulation and policies, Recent economic and financial developments JEL Code(s): C, C8, C83, G, G1, G11, G18, G2, G28, G3, G32